Financial institutions report preventing over $5 million in fraud using AI countermeasures like anomaly detection and ethical hacking, according to a Mastercard/FT survey. Yet this defense comes as AI itself fuels increasingly sophisticated scams, including deepfake cons and voice cloning, creating a high-stakes technological duel.